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Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques

Food chemistry, 2010, Vol.118 (1), p.171-176

2010

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Use of the bootstrap and permutation methods for a more robust variable importance in the projection metric for partial least squares regression

Analytica chimica acta, 2013-03, Vol.768, p.49-56

2013

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Plasma biomarker discovery for early chronic kidney disease diagnosis based on chemometric approaches using LC-QTOF targeted metabolomics data

Journal of pharmaceutical and biomedical analysis, 2018-02, Vol.149, p.46-56

2018

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Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel

Chemometrics and intelligent laboratory systems, 2006-03, Vol.81 (1), p.29-40

2006

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Comparing support vector machines to PLS for spectral regression applications

Chemometrics and intelligent laboratory systems, 2004-10, Vol.73 (2), p.169-179

2004

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Determination of optimal support vector regression parameters by genetic algorithms and simplex optimization

Analytica chimica acta, 2005-07, Vol.544 (1), p.292-305

2005

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Using support vector machines for time series prediction

Chemometrics and intelligent laboratory systems, 2003-11, Vol.69 (1), p.35-49

2003

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Possibilities of visible–near-infrared spectroscopy for the assessment of soil contamination in river floodplains

Analytica chimica acta, 2001-11, Vol.446 (1), p.97-105

2001

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The potential of field spectroscopy for the assessment of sediment properties in river floodplains

Analytica chimica acta, 2003-05, Vol.484 (2), p.189-200

2003

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Initialization of Markov random field clustering of large remote sensing images

IEEE transactions on geoscience and remote sensing, 2005-08, Vol.43 (8), p.1912-1919

2005

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Development of robust calibration models in near infra-red spectrometric applications

Analytica chimica acta, 2000-05, Vol.411 (1), p.121-135

2000

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Multivariate image segmentation with cluster size insensitive Fuzzy C-means

Chemometrics and intelligent laboratory systems, 2002-10, Vol.64 (1), p.65-78

2002

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Estimating the number of components and detecting outliers using Angle Distribution of Loading Subspaces (ADLS) in PCA analysis

Analytica chimica acta, 2018-08, Vol.1020, p.17-29

2018

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Strategy for constructing robust multivariate calibration models

Chemometrics and intelligent laboratory systems, 1999-09, Vol.49 (1), p.1-17

1999

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Regularized MANOVA (rMANOVA) in untargeted metabolomics

Analytica chimica acta, 2015-10, Vol.899, p.1-12

2015

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A new procedure for the modelling and representation of classes in multivariate images

Chemometrics and intelligent laboratory systems, 2005-02, Vol.75 (2), p.115-126

2005

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Discrimination between Metastasis and Glioblastoma Multiforme Based on Morphometric Analysis of MR Images

American journal of neuroradiology : AJNR, 2011, Vol.32 (1), p.67-73

2011

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Automatic correction of peak shifts in Raman spectra before PLS regression

Chemometrics and intelligent laboratory systems, 2000-08, Vol.52 (1), p.105-116

2000

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An assessment of the jackknife and bootstrap procedures on uncertainty estimation in the variable importance in the projection metric

Chemometrics and intelligent laboratory systems, 2014-10, Vol.137, p.162-172

2014

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Improving high-dimensional data fusion by exploiting the multivariate advantage

Chemometrics and intelligent laboratory systems, 2016-08, Vol.156, p.231-240

2016

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Statistical methods for improving verification of claims of origin for Italian wines based on stable isotope ratios

Analytica chimica acta, 2012-12, Vol.757, p.19-25

2012

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Opening the kernel of kernel partial least squares and support vector machines

Analytica chimica acta, 2011-10, Vol.705 (1), p.123-134

2011

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Visualisation and interpretation of Support Vector Regression models

Analytica chimica acta, 2007-07, Vol.595 (1), p.299-309

2007

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Sparse statistical health monitoring: A novel variable selection approach to diagnosis and follow-up of individual patients

Chemometrics and intelligent laboratory systems, 2017-05, Vol.164, p.83-93

2017

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Detecting the addition of sugar and water to wine

Australian journal of grape and wine research, 2013-10, Vol.19 (3), p.324-330

2013

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Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques

Use of the bootstrap and permutation methods for a more robust variable importance in the projection metric for partial least squares regression

Plasma biomarker discovery for early chronic kidney disease diagnosis based on chemometric approaches using LC-QTOF targeted metabolomics data

Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel

Comparing support vector machines to PLS for spectral regression applications

Determination of optimal support vector regression parameters by genetic algorithms and simplex optimization

Using support vector machines for time series prediction

Possibilities of visible–near-infrared spectroscopy for the assessment of soil contamination in river floodplains

The potential of field spectroscopy for the assessment of sediment properties in river floodplains

Initialization of Markov random field clustering of large remote sensing images

Development of robust calibration models in near infra-red spectrometric applications

Multivariate image segmentation with cluster size insensitive Fuzzy C-means

Estimating the number of components and detecting outliers using Angle Distribution of Loading Subspaces (ADLS) in PCA analysis

Strategy for constructing robust multivariate calibration models

Regularized MANOVA (rMANOVA) in untargeted metabolomics

A new procedure for the modelling and representation of classes in multivariate images

Discrimination between Metastasis and Glioblastoma Multiforme Based on Morphometric Analysis of MR Images

Automatic correction of peak shifts in Raman spectra before PLS regression

An assessment of the jackknife and bootstrap procedures on uncertainty estimation in the variable importance in the projection metric

Improving high-dimensional data fusion by exploiting the multivariate advantage

Statistical methods for improving verification of claims of origin for Italian wines based on stable isotope ratios

Opening the kernel of kernel partial least squares and support vector machines

Visualisation and interpretation of Support Vector Regression models

Sparse statistical health monitoring: A novel variable selection approach to diagnosis and follow-up of individual patients

Detecting the addition of sugar and water to wine

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